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Record W3160468364 · doi:10.1101/2021.05.04.21256637

Travel-driven emergence and spread of SARS-CoV-2 lineage B.1.620 with multiple VOC-like mutations and deletions in Europe

2021· preprint· en· W3160468364 on OpenAlexaff
Gytis Dudas, Samuel L. Hong, Barney Potter, Sébastien Calvignac‐Spencer, Frédéric S. Niatou-Singa, Thais B. Tombolomako, Terence Fuh-Neba, Ulrich Vickos, Markus Ulrich, Fabian H. Leendertz, Kamran Khan, Alexander Watts, Ingrida Olendraitė, Joost Snijder, Kim N. Wijnant, Alexandre M. J. J. Bonvin, Pascale Martres, Sylvie Behillil, Ahidjo Ayouba, Martin Maïdadi‐Foudi, Dowbiss Meta Djomsi, Célestin Godwe, Christelle Butel, Aistis Šimaitis, Miglė Gabrielaitė, Monika Katėnaitė, Rimvydas Norvilas, Ligita Raugaitė, Rimvydas Jonikas, Inga Nasvytienė, Živilė Žemeckienė, Dovydas Gečys, Kamilė Tamušauskaitė, Milda Norkienė, Emilija Vasiliūnaitė, Danguolė Žiogienė, Albertas Timinskas, Marius Šukys, Mantas Šarauskas, Gediminas Alzbutas, Dovilė Juozapaitė, Daniel Naumovas, Arnoldas Pautienius, Astra Vitkauskienė, Rasa Ugenskienė, Alma Gedvilaitė, Darius Čereškevičius, Vaiva Lesauskaitė, Lukas Žemaitis, Laimonas Griškevičius, Guy Baele

Bibliographic record

VenuemedRxiv · 2021
Typepreprint
Languageen
FieldMedicine
TopicSARS-CoV-2 and COVID-19 Research
Canadian institutionsBlueDot (Canada)University of TorontoSt. Michael's Hospital
FundersKU LeuvenNederlandse Organisatie voor Wetenschappelijk OnderzoekEuropean CommissionVlaamse regeringInstitut de Recherche pour le Développement
KeywordsLineage (genetic)Evolutionary biologyPandemicPhylogenetic treeBiologyTransmission (telecommunications)PhylogeographyGeographySevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)GeneticsCoronavirus disease 2019 (COVID-19)GeneDiseaseInfectious disease (medical specialty)

Abstract

fetched live from OpenAlex

ABSTRACT Many high-income countries have met the SARS-CoV-2 pandemic with overwhelming sequencing resources and have identified numerous distinct lineages, including some with notably altered biology. Over a year into the pandemic following unprecedented reductions in worldwide human mobility, distinct introduced lineages of SARS-CoV-2 without sequenced antecedents are increasingly discovered in high-income countries as a result of ongoing SARS-CoV-2 genomic surveillance initiatives. We here describe one such SARS-CoV-2 lineage, carrying many mutations and deletions in the spike protein shared with widespread variants of concern (VOCs), including E484K, S477N and deletions HV69Δ, Y144Δ, and LLA241/243Δ. This lineage – designated B.1.620 – is known to circulate in Lithuania and has now been found in several European states, but also in increasing numbers in central Africa owing to important recent increases in genome sequencing efforts on the continent. We provide evidence of likely ongoing local transmission of B.1.620 in Lithuania, France, Germany, Spain, Belgium and the Central African Republic. We describe the suite of mutations this lineage carries, its potential to be resistant to neutralising antibodies, travel histories for a subset of the European cases, and evidence of local B.1.620 transmission in Europe. We make a case for the likely Central African origin of this lineage by providing travel records as well as the outcomes of carefully crafted phylogenetic and phylogeographic inference methodologies, the latter of which is able to exploit individual travel histories recorded for infected travellers having entered different European countries.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.011
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.060
GPT teacher head0.345
Teacher spread0.285 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations21
Published2021
Admission routes1
Has abstractyes

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